Neoliberalism and the government of nursing through competency‐based education
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Competency has become a key concept in education in general over the last four decades. This article examines the development of the competency-based movement with a particular focus on the significance it has had for nursing education. Our hypothesis is that the competency movement can only adequately be understood if it is analyzed in relation to the broad societal transformation of the last decades-often summarized under the catchword neoliberalism-and with it the emergence of managerial models for Human Resource Management (HRM) for the reorganization of social services. Classical professions, which were characterized under welfarism by an esoteric knowledge based on ethical norms, have now become marketable commodities that can be evaluated in the same way as other commodities. We want to underline that while this development is still under way, it is the concept of competency that was the decisive political instrument enabling this profound change. With the widespread implementation of competency-based education that now governs nursing knowledge, the development of a critical, oppositional perspective becomes more challenging, if not entirely impossible. We will be focusing primarily on nursing education in Canada, although we maintain that it has relevance for nursing internationally.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it